from PIL import ImageFilter, Image, ImageEnhance
img = Image.open('ws_1.jpg') # Image is in the "images" directory
img
img.filter(ImageFilter.GaussianBlur(radius=2))
img.filter(ImageFilter.DETAIL)
img.filter(ImageFilter.SMOOTH)
img.filter(ImageFilter.FIND_EDGES)
enh = ImageEnhance.Sharpness(img)
enh.enhance(10.0)
enh_1 = ImageEnhance.Contrast(img)
enh_1.enhance(1.2)
img.convert('L')